TikTok Shop Scraper

E-commerce & Marketplaces

Operated by Sourcelane✓ verified

A TikTok Shop scraper that extracts structured product and review records from TikTok Shop by performing keyword searches, shop-catalog crawls, product-page scrapes, and review scrapes without requiring a TikTok account. Outputs include product identifiers, titles, URLs and images; current and original prices, discount percentages and price ranges across variants; per-variant SKU pricing and live stock levels; number-of-units-sold metrics, star ratings and review counts; shop metadata (name, identifier, rating, followers, total shop sales and product counts); category breadcrumbs and listing badges; shipping fees and delivery windows; full product details such as images, descriptions and specifications; promoting TikTok videos with creator metadata (views, likes, caption, post date, commission status); and customer reviews with rating, text, date, purchased variant, review photos, verified/incentivized flags and reviewer location. The connector scrapes live TikTok Shop pages (regional selection supported) and can include full product-page details per item to enrich records with SKU- and video-level data.

Verified Sep 28, 12:10 AM

$0.0025

per product

Up to 100 per call. Only pay for results returned; failed calls are refunded.

What people use it for

Product research for dropshipping — spot trending products with high units sold and strong ratings before they saturate
Competitor analysis — monitor a rival shop's catalog, pricing, discounts and best sellers
Influencer and affiliate discovery — find the creators driving sales for a product and measure their video performance
Pricing intelligence — track price, discount depth and stock across every variant
Review mining — collect customer feedback to identify product flaws, feature requests and advertising angles

Trust & reliability

7d uptime trend

Window	Uptime	Success rate	p50	p95
24h	—	—	—	—
7d	—	—	—	—
30d	—	—	—	—

Calling contract

Call it through Sourcelane's gateway or MCP server. We run the connector, apply your agent's spend guardrails, and bill only the results returned.

Call it via Sourcelane

curl -X POST https://cool-puffin-608.convex.site/v1/call \
  -H "Authorization: Bearer sl_live_your_agent_key" \
  -H "Content-Type: application/json" \
  -d '{"listing":"tiktok-shop-products-scraper","params":{"mode":"search","maxItems":5},"maxResults":10}'

Request params

Field	Type	Required	Description
`mode`	string	required	Keyword search and Shop catalog return product listings. Product details returns the full product page for each URL, including variants/SKUs with stock, shipping, shop stats and the creator videos promoting the product. Product reviews returns one row per customer review.
`keywords`	array	optional	Used in Keyword search mode. One search term per line, e.g. 'phone case', 'lip gloss', 'dog toy'. Each keyword returns up to about 200 unique products.
`shopUrls`	array	optional	Used in Shop catalog mode. TikTok Shop store URLs such as https://www.tiktok.com/shop/store/goli-nutrition/7495794203056835079, or just the numeric shop id. Shop ids also appear in the shopId column of search results.
`productUrls`	array	optional	Used in Product details and Product reviews modes. TikTok Shop product URLs such as https://www.tiktok.com/shop/pdp/goli-ashwagandha-gummies/1729587769570529799, or just the numeric product id.
`region`	string	optional	TikTok Shop marketplace to scrape. The US has full coverage in every mode. Other regions work for keyword search; shop catalogs, product details and reviews outside the US are often incomplete or empty.
`shopSort`	string	optional	Used in Shop catalog mode. Best-selling first surfaces a store's winners; Newest first shows what the seller just launched.
`maxItems`	integer	optional	Maximum rows for each keyword, shop or product (reviews mode: reviews per product), up to 1000 per run. To go further, resume with Page ID. Ignored in Product details mode, which returns one row per URL. Capped at 100 per call.
`fetchDetails`	boolean	optional	Keyword search and Shop catalog modes only. Also opens each product page to add all images, description, specifications, every SKU with price and stock, shipping, shop stats and promoting creator videos. Slower, and each enriched row is billed as a product-details result.
`pageId`	string	optional	Paste NEXT_PAGE_ID from the previous run's Key-value store to continue where it stopped. Keep the same mode and input list. Leave empty to start from the beginning.

Each result contains

Field	Type	Description
`type`	string	—
`source`	string	—
`sourceInput`	string	Source input
`position`	integer	—
`region`	string	—
`productId`	string	—
`title`	string	Title
`url`	string	Url
`price`	number	Price
`originalPrice`	integer	Original price
`discountPercent`	integer	Discount percent
`priceMin`	number	—
`priceMax`	number	—
`currency`	string	Currency
`unitsSold`	integer	Units sold
`rating`	number	Rating
`reviewCount`	integer	Review count
`shopId`	string	—
`shopName`	string	Shop name
`shopUrl`	string	—
`imageUrl`	string	Image url
`category`	string	Category
`categoryPath`	array	—
`badge`	null	—
`freeShipping`	boolean	—
`hasVideo`	boolean	—
`detailsFetched`	boolean	—
`images`	array	—
`description`	string	—
`specifications`	object	—
`skuCount`	integer	—
`totalStock`	integer	—
`skus`	array	—
`shippingFee`	integer	—
`deliveryDaysMin`	integer	—
`deliveryDaysMax`	integer	—
`shopRating`	integer	—
`shopFollowers`	integer	—
`shopUnitsSold`	integer	—
`shopProductCount`	integer	—

Use TikTok Shop Scraper from Claude, ChatGPT or Cursor

Pick your tool and connect in under a minute. Then just ask — for example: “Track the price of these 20 grocery items at Woolworths and Coles every week.”

Connect Claude

Web, desktop and mobile. Paste one URL.

1Copy your personal connector URL
2In Claude open Settings → Connectors → Add custom connector
3Paste the URL and click Add — done

Manual setup (config files, REST, Python) +

Claude Code

Adds the Sourcelane MCP server with your key as a header.

terminal

claude mcp add --transport http sourcelane https://cool-puffin-608.convex.site/mcp \
  --header "Authorization: Bearer sl_live_your_agent_key"

Claude Desktop (config file)

Alternative to the connector URL: add to claude_desktop_config.json, then restart Claude.

claude_desktop_config.json

{
  "mcpServers": {
    "sourcelane": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://cool-puffin-608.convex.site/mcp",
        "--header",
        "Authorization:${AUTH_HEADER}"
      ],
      "env": {
        "AUTH_HEADER": "Bearer sl_live_your_agent_key"
      }
    }
  }
}

Cursor & Windsurf

Add to ~/.cursor/mcp.json (or Windsurf's mcp_config.json).

mcp.json

{
  "mcpServers": {
    "sourcelane": {
      "url": "https://cool-puffin-608.convex.site/mcp",
      "headers": {
        "Authorization": "Bearer sl_live_your_agent_key"
      }
    }
  }
}

VS Code

Save as .vscode/mcp.json. VS Code prompts for your key once.

.vscode/mcp.json

{
  "servers": {
    "sourcelane": {
      "type": "http",
      "url": "https://cool-puffin-608.convex.site/mcp",
      "headers": {
        "Authorization": "Bearer ${input:sourcelane-key}"
      }
    }
  },
  "inputs": [
    {
      "type": "promptString",
      "id": "sourcelane-key",
      "description": "Sourcelane agent key",
      "password": true
    }
  ]
}

ChatGPT Custom GPT (Actions)

Create a GPT → Actions → Import from URL, then Authentication: API Key, Bearer.

OpenAPI schema URL

https://sourcelane-amber.vercel.app/openapi.json

REST

One POST. Pass maxResults to cap cost.

curl

curl -X POST https://cool-puffin-608.convex.site/v1/call \
  -H "Authorization: Bearer sl_live_your_agent_key" \
  -H "Content-Type: application/json" \
  -d '{"listing":"tiktok-shop-products-scraper","params":{"mode":"search","maxItems":5},"maxResults":10}'

Python, LangChain, CrewAI, OpenAI Agents SDK…

Wrap the REST call as a tool, or point an MCP client at the endpoint.

python

import requests

res = requests.post(
    "https://cool-puffin-608.convex.site/v1/call",
    headers={"Authorization": "Bearer sl_live_your_agent_key"},
    json={
        "listing": "tiktok-shop-products-scraper",
        "params": {"mode":"search","maxItems":5},
        "maxResults": 10,
    },
    timeout=300,
)
body = res.json()
print(body["receipt"]["chargedMicros"], "micro-USD for", body["receipt"]["results"], "results")
print(body["data"])

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